dist = [('frechet_r', (0.637681149231945, -8.181032432486723e-29, 0.006005377009087612), -1.0, 21.0,
          0.07209325434741067, 0.34211877074319724), (
         'logistic', (-0.3816298108715273, 0.6844592677522854), -67.70749999999998, 24.58159999999999,
         -0.44157216311867, 1.4415681235883333), (
         'halflogistic', (-2.4192127087840142e-08, 1.8606630229371905), 0.0, 4584.3055562499985, 2.2731046301872886,
         21.779299016988848), (
         'johnsonsu', (-1.5148953309333213, 1.6687596188746032, 20.434571601575023, 21.74388963152642), 0.0,
         1451.5634999999993, 47.46477394412383, 26.022048703380314), (
         'mielke', (2.249521518110858, 8.162634687506849, -0.3192971449632752, 66.03601261537113), 0.0,
         1028.5052639999926, 48.708597141271156, 21.739365429950865), (
         'exponpow', (0.2246577350129475, -3.3944262636415673e-26, 2.3785616764203867), 0.0, 100.0, 9.825738199885343,
         6.653776488435806), (
         'gengamma', (1.2986861036798443, 0.27311665448943445, -3.1279155451979895e-28, 3.4320440300693207), 0.0, 114.0,
         10.149524937894133, 7.024334896718447), (
         'burr', (7.560677321771124, 0.30932435038838624, -0.30166081092184716, 54.8468293885564), 1.0, 940.0,
         41.45218421555513, 19.03991433192239), (
         'burr', (8.96148013239602, 0.24018160611136724, -0.17428519278168392, 31.722338374881673), 1.0, 492.0,
         22.91388801834512, 10.18386815624625), (
         'pearson3', (0.8546619736706624, 18.431031615602407, 8.529637952756826), 0.0, 448.0, 18.538296197210013,
         9.659425278506179), (
         'genhalflogistic', (2.2686270567561925e-11, -1.2793853280508567e-07, 0.0013420420809865242), 0.0, 4.0,
         0.00046932925664055033, 0.02506192341432765), (
         'burr', (8.654876277716983, 0.22894467816436703, -0.051789546544328165, 23.695766498615576), 0.0, 305.0,
         16.71677584559526, 7.60267714726057), (
         'dgamma', (1.9630051656523388, 2.5049280182426887, 0.705786785415015), 0.0, 88.0, 2.572630613414867,
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         'lomax', (2.0600677158790752, -2.1432558707041622e-10, 0.06347226411057957), 0.0, 21.0, 0.41883126313777946,
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2.03228105565875, 7.777638496159726e-07, 2.255568265991778, -2.554359397828686e-10, 0.0170686508709718), 0.0, 19.0,
                               0.007555130900057328, 0.109440929694696),
         ('wald', (-0.035571338526953114, 0.11896124372485709), 0.0, 36.0, 0.19983795146187655, 0.7236597042719825), (
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         0.15658475062105867, 0.46316428480891003), (
         'halfgennorm', (0.6941231908262486, -4.651529293421579e-15, 0.0035946345306989104), 0.0, 10.0,
         0.040591630040129945, 0.21707789962745724), (
         'halflogistic', (-2.0334813776386846e-09, 0.0017999736567843828), 0.0, 6.0, 0.0019140072616090197,
         0.059856553960522946),
         ('gilbrat', (-0.023216778624460796, 0.06461597329463005), 0.0, 36.0, 0.3989283393846742, 0.8811845551107502), (
         'dgamma', (1.0801687786759162, 4560.920125233124, 1651.8179661949534), 0.0, 126769.904003, 4665.513768138431,
         2787.5331777742845), (
         'gennorm', (1.2238888691590044, 4570.20003771837, 1990.9608865427863), 0.0, 126196.67252724615,
         4515.804252561262, 2124.915038530799), (
         'johnsonsu', (0.20323010778018963, 2.0037781243023405, 7038.058543551468, 5317.51995550225), 0.0,
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         'gennorm', (1.4676090061897236, 6907.271613279972, 3969.381005220685), 0.0, 188580.62108524214,
         6860.587824678753, 3800.666783029011), (
         'dgamma', (1.1791727598808857, 6632.863268892215, 2551.976432389828), 0.0, 214392.448540387, 6474.122058631842,
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         'chi', (0.8397637605781272, -3.43638447100238e-26, 8767.469592718597), 0.0, 252481.54008831052,
         5950.0615464425355, 4442.534660114232), (
         'foldnorm', (0.008368758570460101, -1.3885217120722579e-11, 7440.991817969863), 0.0, 286091.3917047584,
         5453.086993412848, 4512.7256906106395), (
         'invgamma', (0.17078496905306131, -2.129310391906294, 2.695601844623969), 0.0, 298479.81338773505,
         4898.552399503401, 4511.754636104072), (
         'chi', (0.6182113634779205, -8.750457947166168e-25, 7835.512284645414), 0.0, 330981.1254827881,
         4293.039114802383, 4468.396377148375), (
         'johnsonsu', (0.3809768480108161, 1.7779995790755196, 10733.996169897906, 5783.491903135502), 0.0,
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         'gennorm', (1.3288094627206188, 11717.861577845273, 5294.180465420842), 0.0, 235663.75900259925,
         11585.143613986671, 5217.5015434371535), (
         'gennorm', (1.3654561965333087, 16707.378245478616, 8254.616848606564), 0.0, 337609.4780169401,
         16720.571824499737, 7954.973949358009), (
         'gennorm', (1.3459438473066303, 18472.616112546348, 10019.690171275506), 0.0, 405090.17676908994,
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         'vonmises_line', (28.341981774234743, 17582.989587882803, 54841.16169269102), 0.0, 449922.545922145,
         17686.262483362752, 11027.847116829538), (
         'foldnorm', (0.8424700665308904, -3.891801711390718e-10, 15168.550817655447), 0.0, 498062.91781296383,
         16376.872277786002, 11826.176344984908), ('gausshyper', (
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         'chi', (0.6318798812923758, -2.6660090153059467e-24, 27349.62999798461), 0.0, 618719.1163711782,
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         'burr', (0.2882154278023661, 3.4616450040529574, -1.391453649693087e-24, 5.1375536273043565), 0.0,
         661852.0346187565, 12383.252941605631, 12454.85375436766), (
         'vonmises_line', (19.25291359213267, 319.904440474399, 587.9272941171884), 0.0, 7511.197485999818,
         322.6489890739904, 147.98817445762873), (
         'logistic', (336.32190293726796, 79.52434984280215), 0.0, 7579.690552000092, 337.8912431064018,
         154.89037054320082), (
         'logistic', (572.6251992252326, 145.19792819521285), 0.0, 13159.70711599978, 583.5393315659838,
         283.176886770064), (
         'ncx2', (46.59416000992434, 1.5134276507860687, -960.8797853810861, 35.40991630216418), 0.0, 19367.55949200036,
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         'logistic', (714.1989644914372, 263.02292197321873), 0.0, 23537.245168000958, 746.8903906234486,
         528.1546301850185), (
         'nakagami', (0.42915011854145246, -5.649868371877075e-25, 953.2534856939051), 0.0, 26281.89438600125,
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         'chi', (0.6193870116330333, -6.405111724269985e-26, 1072.752914329712), 0.0, 29923.724764001832,
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         'mielke', (2.0297722482790963, 9.908931026034946, -0.8948451102252706, 92.05638892891562), 0.0, 3827.40646,
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         1604.6452335119925, 80.09367761457976, 36.33243854695652), (
         'vonmises_line', (56.424169859322404, 117.4762555382724, 420.0745031652847), 0.0, 2399.985969503919,
         118.43953846875138, 56.68909219278395), (
         'mielke', (1.6866381887696051, 7.023979412963872, -1.1381559490319066, 198.01385880719866), 0.0,
         2922.5166958059212, 135.1433555043865, 72.42338671625289), (
         'burr', (6.6248575386916, 0.338598212677683, -37.16563998859927, 219.80906129620064), 0.0, 3219.257145267247,
         131.14630561218144, 80.58784097489877), (
         'logistic', (116.38759583504608, 43.87985300664499), 0.0, 3505.86978277734, 121.60880663174464,
         86.23366954104976), (
         'chi', (0.6853435973888784, -2.3813206003902587e-26, 176.32914936769595), 0.0, 3950.6508150276295,
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         'skewnorm', (21165170.709614705, -3.629084348718935e-05, 152.34645840480226), 0.0, 4430.078503671634,
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         'nakagami', (0.21359944540039147, -4.487879474931504e-26, 157.2014230315432), 0.0, 4786.978715529225,
         93.73355448578606, 92.87467101270698), (
         'vonmises_line', (48.56307804424985, 6688.161507132687, 20389.203893009442), 0.0, 157839.21770722134,
         6732.341446944925, 3135.2121579472296), (
         'vonmises_line', (14.643592984315767, 6264.715745809121, 9955.168528667433), 0.0, 145608.3570939892,
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         'maxwell', (-640.6214953613799, 7695.153540257779), 0.0, 264168.0844719301, 11544.140099835744,
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         'ncx2', (6.302218645368868e-05, 90.95262812503725, -19831.008890971003, 384.1824033642962), 0.0,
         403330.25911204616, 15026.44431142398, 8337.697656423143), (
         'logistic', (15803.435810939867, 4982.839208487121), 0.0, 459481.01208236703, 16490.04628123021,
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         'halfnorm', (-7.04880716089628e-11, 18769.078727930137), 0.0, 539924.2621938376, 14401.647764437515,
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         'vonmises_line', (12.654358166531532, 222.4084843321944, 456.1976528196027), 0.0, 6373.4696502057495,
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